The Aston Martin V12 Vantage differs from other high-performance sports cars due to its powerful V12 engine, exclusive design, and historical significance as the last of its kind before Aston Martin's transition to electric vehicles. Its widebody design and aggressive styling also set it apart visually, while its performance capabilities make it a standout in terms of raw power and driving excitement.